The graph represents a network of 13,725 Twitter users whose recent tweets contained "cybersecurity", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 12 April 2019 at 03:25 UTC.
The tweets in the network were tweeted over the 1-day, 4-hour, 39-minute period from Wednesday, 10 April 2019 at 19:54 UTC to Friday, 12 April 2019 at 00:33 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 13725
Unique Edges : 18393
Edges With Duplicates : 8652
Total Edges : 27045
Self-Loops : 7441
Reciprocated Vertex Pair Ratio : 0.0321995748405652
Reciprocated Edge Ratio : 0.0623902113998425
Connected Components : 3505
Single-Vertex Connected Components : 2334
Maximum Vertices in a Connected Component : 7590
Maximum Edges in a Connected Component : 19790
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.40753
Graph Density : 8.76451129448153E-05
Modularity : 0.58649
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[624] #cybersecurity,#infosec [406] cyber,security [395] #cybersecurity,#hacker [375] #infosec,#cybersecurity [360] u,s [258] gt,gt [248] check,out [247] #security,#cybersecurity [227] #iot,#cybersecurity [227] find,out Top Word Pairs in Tweet in G1:
[120] cybersecurity,firm [89] spamming,phone [88] stop,robocalls [88] robocalls,spamming [83] u,s [73] pre,sto [68] firm,wisekey [67] wisekey,subsidiary [67] subsidiary,nets [67] nets,7 Top Word Pairs in Tweet in G2:
[359] #cybersecurity,#hacker [186] gt,gt [173] #iot,#cybersecurity [125] #security,#cybersecurity [99] #infosec,#security [84] #project,#management [83] #cybersecurity,#machinelearning [83] #ai,#agile [83] #pmp,#project [83] #agile,#iot Top Word Pairs in Tweet in G3:
[136] #cybersecurity,#infosec [92] #infosec,#cybersecurity [37] #cybersecurity,#security [31] cyber,security [30] check,out [29] #cybersecurity,#technology [26] #cybersecurity,#cybercrime [24] #infosec,#security [22] find,out [22] #security,#cybersecurity Top Word Pairs in Tweet in G4:
[26] #infosec,#cybersecurity [22] #cybersecurity,#infosec [19] #zerotrust,#cybersecurity [18] find,out [16] read,more [16] learn,more [14] data,breaches [13] csoonline,#zerotrust [13] crucial,updates [13] #cybersecurity,#seguridadinformática Top Word Pairs in Tweet in G5:
[59] women,cybersecurity [36] #cybersecurity,#infosec [31] #infosec,#cybersecurity [25] https,t [25] t,co [24] check,out [22] here,link [19] cybersecurity,industry [18] #blog,#bot [18] #bot,#cybersecurity Top Word Pairs in Tweet in G6:
[45] forbes,#cybersecurity [38] market,#darkode [38] #darkode,back [38] back,online [37] #cybersecurity,#infosec [37] notorious,#hacking [36] forum,black [36] black,market [36] online,forbes [35] #hacking,forum Top Word Pairs in Tweet in G7:
[66] acert,team [51] team,cyber_warlock [51] #alphacert,#cybersecurity [45] cyber_warlock,#alphacert [44] #infosec,#cybersecurity [26] #security,#cybersecurity [24] smedian_network,#cybersecurity [23] #cybersecurity,#infosec [22] #cybersecurity,#ciso [22] #ciso,#pentest Top Word Pairs in Tweet in G8:
[21] julian,assange [20] assange,arrested [20] sempre,più [20] il,nostro [17] #cybersecurity,è [17] è,tema [17] tema,sempre [16] #cybersecurity,#infosec [16] #infosec,#cybersecurity [12] #wikileaks,#julianassange Top Word Pairs in Tweet in G9:
[37] cybersecurity,202 [36] new,#cybersecurity [36] #cybersecurity,event [32] itspmagazine,new [29] cyber,security [27] summit,2019 [27] cybersecurity,threats [27] u,s [26] microsoft,sql [26] sql,server Top Word Pairs in Tweet in G10:
[93] russia,linked [93] linked,pamplona [93] pamplona,capital [93] capital,management [71] verify,cybersecurity [71] cybersecurity,conference [69] cybersecurity,company [69] oliverdarcy,comey [67] officials,pressure [67] pressure,russia Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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